Run
481343

Run 481343

Task 9948 (Supervised Classification) heart-switzerland Uploaded 01-12-2015 by Rafael Gomes Mantovani
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Flow

classif.ctree(2)Learner classif.ctree from package(s) party.
classif.ctree(2)_seed1
classif.ctree(2)_kindMersenne-Twister
classif.ctree(2)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.4652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2865
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9976
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0148
Cross-validation details (10-fold Crossvalidation)